Research Article
Parking Guidance System Based on Geomagnetic Sensors and Recurrent Neural Networks
Table 1
The result comparison of k-fold cross-validation between RNN and other methods (
, ).
| k-fold | 1 | 2 | 3 | 4 | 5 | 6 | Average accuracy |
| Our method (RNN) | 0.943 | 0.956 | 0.958 | 0.967 | 0.986 | 0.987 | 0.966 | Adaptive threshold | 0.841 | 0.853 | 0.874 | 0.876 | 0.881 | 0.892 | 0.870 | SVM | 0.862 | 0.871 | 0.861 | 0.856 | 0.886 | 0.874 | 0.868 |
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